Wei Dong
Orcid: 0000-0003-4525-1105Affiliations:
- Chinese PLA General Hospital, Beijing, China
According to our database1,
Wei Dong
authored at least 37 papers
between 2014 and 2024.
Collaborative distances:
Collaborative distances:
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on orcid.org
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Bibliography
2024
Interpretable Disease Progression Prediction Based on Reinforcement Reasoning Over a Knowledge Graph.
IEEE Trans. Syst. Man Cybern. Syst., 2024
2023
J. Biomed. Informatics, January, 2023
2021
Towards Predictive Analysis on Disease Progression: A Variational Hawkes Process Model.
IEEE J. Biomed. Health Informatics, 2021
J. Biomed. Informatics, 2021
Knowledge-aware multi-center clinical dataset adaptation: Problem, method, and application.
J. Biomed. Informatics, 2021
ACM Trans. Comput. Heal., 2021
2020
On Clinical Event Prediction in Patient Treatment Trajectory Using Longitudinal Electronic Health Records.
IEEE J. Biomed. Health Informatics, 2020
Treatment effect prediction with adversarial deep learning using electronic health records.
BMC Medical Informatics Decis. Mak., 2020
BMC Medical Informatics Decis. Mak., 2020
In-Hospital Mortality Prediction for Heart Failure Patients Using Electronic Health Records and an Improved Bagging Algorithm.
J. Medical Imaging Health Informatics, 2020
J. Biomed. Informatics, 2020
Interpretable Disease Prediction based on Reinforcement Path Reasoning over Knowledge Graphs.
CoRR, 2020
2019
Adversarial MACE Prediction After Acute Coronary Syndrome Using Electronic Health Records.
IEEE J. Biomed. Health Informatics, 2019
Evidential MACE prediction of acute coronary syndrome using electronic health records.
BMC Medical Informatics Decis. Mak., 2019
Utilizing dynamic treatment information for MACE prediction of acute coronary syndrome.
BMC Medical Informatics Decis. Mak., 2019
Utilizing electronic health records to predict multi-type major adverse cardiovascular events after acute coronary syndrome.
Knowl. Inf. Syst., 2019
Deep representation learning for individualized treatment effect estimation using electronic health records.
J. Biomed. Informatics, 2019
A Multi-Task Neural Network Architecture for Renal Dysfunction Prediction in Heart Failure Patients With Electronic Health Records.
IEEE Access, 2019
Treatment Effect Prediction with Generative Adversarial Networks Using Electronic Health Records.
Proceedings of the 4th International Workshop on Semantics-Powered Data Mining and Analytics co-located with the 18th International Semantic Web Conference (ISWC 2019), 2019
2018
A Regularized Deep Learning Approach for Clinical Risk Prediction of Acute Coronary Syndrome Using Electronic Health Records.
IEEE Trans. Biomed. Eng., 2018
Probabilistic modeling personalized treatment pathways using electronic health records.
J. Biomed. Informatics, 2018
Using neural attention networks to detect adverse medical events from electronic health records.
J. Biomed. Informatics, 2018
Relational regularized risk prediction of acute coronary syndrome using electronic health records.
Inf. Sci., 2018
2017
MACE prediction of acute coronary syndrome via boosted resampling classification using electronic medical records.
J. Biomed. Informatics, 2017
Proceedings of the MEDINFO 2017: Precision Healthcare through Informatics, 2017
2016
Incorporating comorbidities into latent treatment pattern mining for clinical pathways.
J. Biomed. Informatics, 2016
2015
A probabilistic topic model for clinical risk stratification from electronic health records.
J. Biomed. Informatics, 2015
Data Min. Knowl. Discov., 2015
Artif. Intell. Medicine, 2015
Medical Inpatient Journey Modeling and Clustering: A Bayesian Hidden Markov Model Based Approach.
Proceedings of the AMIA 2015, 2015
Proceedings of the Artificial Intelligence in Medicine, 2015
2014
Similarity Measure Between Patient Traces for Clinical Pathway Analysis: Problem, Method, and Applications.
IEEE J. Biomed. Health Informatics, 2014
BMC Medical Informatics Decis. Mak., 2014
Discovery of clinical pathway patterns from event logs using probabilistic topic models.
J. Biomed. Informatics, 2014